TY - JOUR
T1 - Fast fourier-like mapped chebyshev spectral-galerkin methods for pdes with integral fractional laplacian in unbounded domains
AU - Sheng, Changtao
AU - Shen, Jie
AU - Tang, Tao
AU - Wang, Li-Lian
AU - Yuan, Huifang
N1 - Publisher Copyright:
© 2020 Society for Industrial and Applied Mathematics.
PY - 2020
Y1 - 2020
N2 - In this paper, we propose a fast spectral-Galerkin method for solving PDEs involving an integral fractional Laplacian in Rd, which is built upon two essential components: (i) the Dunford- Taylor formulation of the fractional Laplacian; and (ii) Fourier-like biorthogonal mapped Chebyshev functions (MCFs) as basis functions. As a result, the fractional Laplacian can be fully diagonalized, and the complexity of solving an elliptic fractional PDE is quasi-optimal, i.e., O((N log2 N)d) with N being the number of modes in each spatial direction. Ample numerical tests for various decaying exact solutions show that the convergence of the fast solver perfectly matches the order of theoretical error estimates. With a suitable time discretization, the fast solver can be directly applied to a large class of nonlinear fractional PDEs. As an example, we solve the fractional nonlinear Schrödinger equation by using the fourth-order time-splitting method together with the proposed MCF-spectral-Galerkin method.
AB - In this paper, we propose a fast spectral-Galerkin method for solving PDEs involving an integral fractional Laplacian in Rd, which is built upon two essential components: (i) the Dunford- Taylor formulation of the fractional Laplacian; and (ii) Fourier-like biorthogonal mapped Chebyshev functions (MCFs) as basis functions. As a result, the fractional Laplacian can be fully diagonalized, and the complexity of solving an elliptic fractional PDE is quasi-optimal, i.e., O((N log2 N)d) with N being the number of modes in each spatial direction. Ample numerical tests for various decaying exact solutions show that the convergence of the fast solver perfectly matches the order of theoretical error estimates. With a suitable time discretization, the fast solver can be directly applied to a large class of nonlinear fractional PDEs. As an example, we solve the fractional nonlinear Schrödinger equation by using the fourth-order time-splitting method together with the proposed MCF-spectral-Galerkin method.
KW - Biorthogonal basis functions
KW - Dunford-Taylor formula
KW - Integral fractional Laplacian
KW - Mapped Chebyshev functions
KW - Nonlocal/singular operators
UR - http://www.scopus.com/inward/record.url?scp=85089895560&partnerID=8YFLogxK
U2 - 10.1137/19M128377X
DO - 10.1137/19M128377X
M3 - Journal article
AN - SCOPUS:85089895560
SN - 0036-1429
VL - 58
SP - 2435
EP - 2464
JO - SIAM Journal on Numerical Analysis
JF - SIAM Journal on Numerical Analysis
IS - 5
ER -